Triple

T5170410
Position Surface form Disambiguated ID Type / Status
Subject Fresno County Board of Supervisors E116662 entity
Predicate oversees P46 FINISHED
Object Fresno County Department of Public Health
The Fresno County Department of Public Health is the local government agency responsible for protecting and promoting community health in Fresno County through disease prevention, health education, and public health services.
E499801 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Fresno County Department of Public Health | Statement: [Fresno County Board of Supervisors, oversees, Fresno County Department of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fresno County Department of Public Health
Context triple: [Fresno County Board of Supervisors, oversees, Fresno County Department of Public Health]
  • A. Fresno County Board of Supervisors
    The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
  • B. California Department of Public Health
    The California Department of Public Health is the state agency responsible for protecting and improving the health of Californians through disease prevention, health promotion, and regulation of public health standards.
  • C. San Francisco Department of Public Health
    The San Francisco Department of Public Health is the city and county’s public health agency responsible for protecting and promoting community health through clinical services, disease prevention, and health policy programs.
  • D. Stanislaus County Sheriff’s Office
    The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
  • E. Superior Court of California, County of Fresno
    The Superior Court of California, County of Fresno is the trial court of general jurisdiction serving Fresno County, handling civil, criminal, family, probate, and other state law matters.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fresno County Department of Public Health
Triple: [Fresno County Board of Supervisors, oversees, Fresno County Department of Public Health]
Generated description
The Fresno County Department of Public Health is the local government agency responsible for protecting and promoting community health in Fresno County through disease prevention, health education, and public health services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fresno County Department of Public Health
Target entity description: The Fresno County Department of Public Health is the local government agency responsible for protecting and promoting community health in Fresno County through disease prevention, health education, and public health services.
  • A. Fresno County Board of Supervisors
    The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
  • B. California Department of Public Health
    The California Department of Public Health is the state agency responsible for protecting and improving the health of Californians through disease prevention, health promotion, and regulation of public health standards.
  • C. San Francisco Department of Public Health
    The San Francisco Department of Public Health is the city and county’s public health agency responsible for protecting and promoting community health through clinical services, disease prevention, and health policy programs.
  • D. Stanislaus County Sheriff’s Office
    The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
  • E. Superior Court of California, County of Fresno
    The Superior Court of California, County of Fresno is the trial court of general jurisdiction serving Fresno County, handling civil, criminal, family, probate, and other state law matters.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd794f44248190a3a90c92208104a7 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9439ec881909021973aa5395e4f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda6e82888190b54b814a16582e48 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedaf860b0819086805fc9630a74d0 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:45 p.m.